diff --git a/CRAN-RELEASE b/CRAN-RELEASE
new file mode 100644
index 0000000..5c495a8
--- /dev/null
+++ b/CRAN-RELEASE
@@ -0,0 +1,2 @@
+This package was submitted to CRAN on 2021-02-13.
+Once it is accepted, delete this file and tag the release (commit abd4bbd9c9).
diff --git a/DESCRIPTION b/DESCRIPTION
index 8d41962..5af243e 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -13,7 +13,7 @@ Description: Optimized prediction based on textual sentiment, accounting for the
Depends: R (>= 3.3.0)
License: GPL (>= 2)
BugReports: https://github.com/SentometricsResearch/sentometrics/issues
-URL: https://SentometricsResearch.github.io/sentometrics
+URL: https://sentometrics-research.com/sentometrics/
Encoding: UTF-8
LazyData: true
Suggests: covr,
diff --git a/R/sentometrics.R b/R/sentometrics.R
index b3c51ac..2ac2543 100644
--- a/R/sentometrics.R
+++ b/R/sentometrics.R
@@ -26,10 +26,10 @@
#'
#' @references Ardia, Bluteau and Boudt (2019). \strong{Questioning the news about economic growth: Sparse forecasting using
#' thousands of news-based sentiment values}. \emph{International Journal of Forecasting 35, 1370-1386},
-#' \url{https://doi.org/10.1016/j.ijforecast.2018.10.010}.
+#' \doi{10.1016/j.ijforecast.2018.10.010}.
#' @references Ardia, Bluteau, Borms and Boudt (2020). \strong{The R package sentometrics to compute, aggregate and
#' predict with textual sentiment}. \emph{Forthcoming in Journal of Statistical Software},
-#' \url{https://doi.org/10.2139/ssrn.3067734}.
+#' \doi{10.2139/ssrn.3067734}.
"_PACKAGE"
#' Built-in lexicons
@@ -72,17 +72,17 @@
#' @format A \code{list} with all built-in lexicons, appropriately named as \code{"NAME_language(_tr)"} .
#'
#' @references Abdaoui, \enc{Azé}{Aze}, Bringay and Poncelet (2017). \strong{FEEL: French Expanded Emotion Lexicon}.
-#' \emph{Language Resources & Evaluation 51, 833-855}, \url{https://doi.org/10.1007/s10579-016-9364-5}.
+#' \emph{Language Resources & Evaluation 51, 833-855}, \doi{10.1007/s10579-016-9364-5}.
#' @references Henry (2008). \strong{Are investors influenced by how earnings press releases are written?}.
-#' \emph{Journal of Business Communication 45, 363-407}, \url{https://doi.org/10.1177/0021943608319388}.
+#' \emph{Journal of Business Communication 45, 363-407}, \doi{10.1177/0021943608319388}.
#' @references Loughran and McDonald (2011). \strong{When is a liability not a liability? Textual analysis, dictionaries, and 10-Ks}.
-#' \emph{Journal of Finance 66, 35-65}, \url{https://doi.org/10.1111/j.1540-6261.2010.01625.x}.
+#' \emph{Journal of Finance 66, 35-65}, \doi{10.1111/j.1540-6261.2010.01625.x}.
#'
#' @source \href{https://doi.org/10.1007/s10579-016-9364-5}{FEEL lexicon}. Retrieved November 1, 2017.
#' @source \href{http://www.wjh.harvard.edu/~inquirer/spreadsheet_guide.htm}{GI lexicon}. Retrieved November 1, 2017.
#' @source \href{https://doi.org/10.1177/0021943608319388}{HENRY lexicon}. Retrieved
#' November 1, 2017.
-#' @source \href{https://sraf.nd.edu/textual-analysis/resources}{LM lexicon}. Retrieved
+#' @source \href{https://sraf.nd.edu/textual-analysis/resources/}{LM lexicon}. Retrieved
#' November 1, 2017.
"list_lexicons"
@@ -176,7 +176,7 @@
#' @format A \code{data.frame} with 403 rows and 4 columns.
#'
#' @references Baker, Bloom and Davis (2016). \strong{Measuring Economic Policy Uncertainty}.
-#' \emph{The Quarterly Journal of Economics 131, 1593-1636}, \url{https://doi.org/10.1093/qje/qjw024}.
+#' \emph{The Quarterly Journal of Economics 131, 1593-1636}, \doi{10.1093/qje/qjw024}.
#'
#' @source \href{http://www.policyuncertainty.com/us_monthly.html}{Measuring Economic Policy Uncertainty}. Retrieved
#' August 24, 2018.
diff --git a/R/sentomodel.R b/R/sentomodel.R
index 98e5a3a..de4f99e 100644
--- a/R/sentomodel.R
+++ b/R/sentomodel.R
@@ -61,9 +61,9 @@
#' @seealso \code{\link{sento_model}}
#'
#' @references Tibshirani and Taylor (2012). \strong{Degrees of freedom in LASSO problems}.
-#' \emph{The Annals of Statistics 40, 1198-1232}, \url{https://doi.org/10.1214/12-AOS1003}.
+#' \emph{The Annals of Statistics 40, 1198-1232}, \doi{10.1214/12-AOS1003}.
#' @references Zou, Hastie and Tibshirani (2007). \strong{On the degrees of freedom of the LASSO}.
-#' \emph{The Annals of Statistics 35, 2173-2192}, \url{https://doi.org/10.1214/009053607000000127}.
+#' \emph{The Annals of Statistics 35, 2173-2192}, \doi{10.1214/009053607000000127}.
#'
#' @examples
#' # information criterion based model control functions
@@ -806,7 +806,7 @@ predict.sento_model <- function(object, newx, type = "response", offset = NULL,
#' @seealso \code{\link{sento_model}}, \code{\link[MCS]{MCSprocedure}}
#'
#' @references Hansen, Lunde and Nason (2011). \strong{The model confidence set}. \emph{Econometrica 79, 453-497},
-#' \url{https://doi.org/10.3982/ECTA5771}.
+#' \doi{10.3982/ECTA5771}.
#'
#' @examples
#' \dontrun{
diff --git a/R/utils.R b/R/utils.R
index b657c70..3c357f6 100644
--- a/R/utils.R
+++ b/R/utils.R
@@ -108,7 +108,7 @@ weights_almon <- function(n, orders = 1:3, do.inverse = TRUE, do.normalize = TRU
#' @seealso \code{\link{ctr_agg}}
#'
#' @references Ghysels, Sinko and Valkanov (2007). \strong{MIDAS regressions: Further results and new directions}.
-#' \emph{Econometric Reviews 26, 53-90}, \url{https://doi.org/10.1080/07474930600972467}.
+#' \emph{Econometric Reviews 26, 53-90}, \doi{10.1080/07474930600972467}.
#'
#' @export
weights_beta <- function(n, a = 1:4, b = 1:4, do.normalize = TRUE) {
@@ -165,7 +165,7 @@ setup_time_weights <- function(how, param) {
#' \code{\link{ctr_agg}} to check if supplied aggregation hows are supported.
#'
#' @details
-#' See the package's \href{https://ssrn.com/abstract=3067734}{vignette} for a detailed explanation of all
+#' See the package's \href{https://www.ssrn.com/abstract=3067734}{vignette} for a detailed explanation of all
#' aggregation options.
#'
# Weighting within documents or sentences (\code{"words"}):
diff --git a/README.md b/README.md
index 67eaedc..386a297 100644
--- a/README.md
+++ b/README.md
@@ -1,24 +1,24 @@
-
+
## _sentometrics_: An Integrated Framework for Textual Sentiment Time Series Aggregation and Prediction
-[![CRAN](http://www.r-pkg.org/badges/version/sentometrics)](https://cran.r-project.org/package=sentometrics)
+[![CRAN](https://www.r-pkg.org/badges/version/sentometrics)](https://cran.r-project.org/package=sentometrics)
+[![Downloads](https://cranlogs.r-pkg.org/badges/last-day/sentometrics?color=ff69b4)](https://www.r-pkg.org/pkg/sentometrics)
+[![Downloads](https://cranlogs.r-pkg.org/badges/sentometrics?color=ff69b4)](https://www.r-pkg.org/pkg/sentometrics)
+[![Downloads](https://cranlogs.r-pkg.org/badges/grand-total/sentometrics?color=ff69b4)](https://www.r-pkg.org/pkg/sentometrics)
-[![Downloads](http://cranlogs.r-pkg.org/badges/last-day/sentometrics?color=ff69b4)](http://www.r-pkg.org/pkg/sentometrics)
-[![Downloads](http://cranlogs.r-pkg.org/badges/sentometrics?color=ff69b4)](http://www.r-pkg.org/pkg/sentometrics)
-[![Downloads](http://cranlogs.r-pkg.org/badges/grand-total/sentometrics?color=ff69b4)](http://www.r-pkg.org/pkg/sentometrics)
-
-
+
+
### Introduction
The **`sentometrics`** package is an **integrated framework for textual sentiment time series aggregation and prediction**. It accounts for the intrinsic challenge that textual sentiment can be computed in many different ways, as well as the large number of possibilities to pool sentiment into a time series index. The package integrates the fast _quantification_ of sentiment from texts, the _aggregation_ into different sentiment time series, and the _prediction_ based on these measures. All in one coherent workflow!
-See the [package website](https://SentometricsResearch.github.io/sentometrics) and the [vignette](https://doi.org/10.2139/ssrn.3067734) for plenty of examples and details. We also refer to this [survey](https://doi.org/10.1111/joes.12370) organized as an overview of the required steps in a typical econometric analysis of sentiment from alternative (such as textual) data, and following companion [web page](https://sborms.github.io/econometrics-meets-sentiment).
+See the [package website](https://SentometricsResearch.github.io/sentometrics) and the [vignette](https://doi.org/10.2139/ssrn.3067734) for plenty of examples and details. We also refer to this [survey](https://doi.org/10.1111/joes.12370) organized as an overview of the required steps in a typical econometric analysis of sentiment from alternative (such as textual) data, and following companion [web page](https://sborms.github.io/econometrics-meets-sentiment/).
### Installation
@@ -46,5 +46,5 @@ Please cite **`sentometrics`** in publications. Use `citation("sentometrics")`.
This software package originates from a
[Google Summer of Code 2017](https://github.com/rstats-gsoc/gsoc2017/wiki/Sentometrics:-An-integrated-framework-for-text-based-multivariate-time-series-modeling-and-forecasting) project, was further developed
-during a follow-up [Google Summer of Code 2019](https://github.com/rstats-gsoc/gsoc2019/wiki/sentometrics) project, and benefited generally from financial support by [Innoviris](https://innoviris.brussels), [IVADO](https://www.ivado.ca), [swissuniversities](https://www.swissuniversities.ch), and the [Swiss National Science Foundation](http://www.snf.ch) (grants #179281 and #191730).
+during a follow-up [Google Summer of Code 2019](https://github.com/rstats-gsoc/gsoc2019/wiki/sentometrics) project, and benefited generally from financial support by [Innoviris](https://innoviris.brussels), [IVADO](https://ivado.ca/), [swissuniversities](https://www.swissuniversities.ch), and the [Swiss National Science Foundation](http://www.snf.ch) (grants #179281 and #191730).
diff --git a/cran-comments.md b/cran-comments.md
index d59da6b..ce6dbf6 100644
--- a/cran-comments.md
+++ b/cran-comments.md
@@ -1,9 +1,13 @@
-## submission (version 0.8.3) [13/02/2021]
+## resubmission (version 0.8.3) [15/02/2021]
+
+- adjusted some URL and doi links
+
+
-[![CRAN](http://www.r-pkg.org/badges/version/sentometrics)](https://cran.r-project.org/package=sentometrics)
+[![CRAN](https://www.r-pkg.org/badges/version/sentometrics)](https://cran.r-project.org/package=sentometrics)
[![codecov](https://codecov.io/github/SentometricsResearch/sentometrics/branch/master/graphs/badge.svg)](https://codecov.io/github/SentometricsResearch/sentometrics)
-[![Downloads](http://cranlogs.r-pkg.org/badges/last-day/sentometrics?color=ff69b4)](http://www.r-pkg.org/pkg/sentometrics)
-[![Downloads](http://cranlogs.r-pkg.org/badges/sentometrics?color=ff69b4)](http://www.r-pkg.org/pkg/sentometrics)
-[![Downloads](http://cranlogs.r-pkg.org/badges/grand-total/sentometrics?color=ff69b4)](http://www.r-pkg.org/pkg/sentometrics)
+[![Downloads](https://cranlogs.r-pkg.org/badges/last-day/sentometrics?color=ff69b4)](https://www.r-pkg.org/pkg/sentometrics)
+[![Downloads](https://cranlogs.r-pkg.org/badges/sentometrics?color=ff69b4)](https://www.r-pkg.org/pkg/sentometrics)
+[![Downloads](https://cranlogs.r-pkg.org/badges/grand-total/sentometrics?color=ff69b4)](https://www.r-pkg.org/pkg/sentometrics)
# sentometrics
diff --git a/man/ctr_model.Rd b/man/ctr_model.Rd
index 462190f..11ffc2f 100644
--- a/man/ctr_model.Rd
+++ b/man/ctr_model.Rd
@@ -116,10 +116,10 @@ ctrCV4 <- ctr_model(model = "gaussian", type = "cv", do.iter = TRUE, h = 0, trai
}
\references{
Tibshirani and Taylor (2012). \strong{Degrees of freedom in LASSO problems}.
-\emph{The Annals of Statistics 40, 1198-1232}, \url{https://doi.org/10.1214/12-AOS1003}.
+\emph{The Annals of Statistics 40, 1198-1232}, \doi{10.1214/12-AOS1003}.
Zou, Hastie and Tibshirani (2007). \strong{On the degrees of freedom of the LASSO}.
-\emph{The Annals of Statistics 35, 2173-2192}, \url{https://doi.org/10.1214/009053607000000127}.
+\emph{The Annals of Statistics 35, 2173-2192}, \doi{10.1214/009053607000000127}.
}
\seealso{
\code{\link{sento_model}}
diff --git a/man/epu.Rd b/man/epu.Rd
index 4568b89..39371b9 100644
--- a/man/epu.Rd
+++ b/man/epu.Rd
@@ -35,6 +35,6 @@ head(epu)
}
\references{
Baker, Bloom and Davis (2016). \strong{Measuring Economic Policy Uncertainty}.
-\emph{The Quarterly Journal of Economics 131, 1593-1636}, \url{https://doi.org/10.1093/qje/qjw024}.
+\emph{The Quarterly Journal of Economics 131, 1593-1636}, \doi{10.1093/qje/qjw024}.
}
\keyword{datasets}
diff --git a/man/get_hows.Rd b/man/get_hows.Rd
index 63ddb12..36c5ed9 100644
--- a/man/get_hows.Rd
+++ b/man/get_hows.Rd
@@ -15,7 +15,7 @@ Outputs the supported aggregation arguments. Call for information purposes only.
\code{\link{ctr_agg}} to check if supplied aggregation hows are supported.
}
\details{
-See the package's \href{https://ssrn.com/abstract=3067734}{vignette} for a detailed explanation of all
+See the package's \href{https://www.ssrn.com/abstract=3067734}{vignette} for a detailed explanation of all
aggregation options.
}
\seealso{
diff --git a/man/get_loss_data.Rd b/man/get_loss_data.Rd
index 5db918b..589e290 100644
--- a/man/get_loss_data.Rd
+++ b/man/get_loss_data.Rd
@@ -64,7 +64,7 @@ mcs <- MCS::MCSprocedure(lossData)}
}
\references{
Hansen, Lunde and Nason (2011). \strong{The model confidence set}. \emph{Econometrica 79, 453-497},
-\url{https://doi.org/10.3982/ECTA5771}.
+\doi{10.3982/ECTA5771}.
}
\seealso{
\code{\link{sento_model}}, \code{\link[MCS]{MCSprocedure}}
diff --git a/man/list_lexicons.Rd b/man/list_lexicons.Rd
index 3d8ca79..87d9181 100644
--- a/man/list_lexicons.Rd
+++ b/man/list_lexicons.Rd
@@ -15,7 +15,7 @@ A \code{list} with all built-in lexicons, appropriately named as \code{"NAME_lan
\href{https://doi.org/10.1177/0021943608319388}{HENRY lexicon}. Retrieved
November 1, 2017.
-\href{https://sraf.nd.edu/textual-analysis/resources}{LM lexicon}. Retrieved
+\href{https://sraf.nd.edu/textual-analysis/resources/}{LM lexicon}. Retrieved
November 1, 2017.
}
\usage{
@@ -55,12 +55,12 @@ list_lexicons[c("FEEL_en_tr", "LM_en")]
}
\references{
Abdaoui, \enc{Azé}{Aze}, Bringay and Poncelet (2017). \strong{FEEL: French Expanded Emotion Lexicon}.
-\emph{Language Resources & Evaluation 51, 833-855}, \url{https://doi.org/10.1007/s10579-016-9364-5}.
+\emph{Language Resources & Evaluation 51, 833-855}, \doi{10.1007/s10579-016-9364-5}.
Henry (2008). \strong{Are investors influenced by how earnings press releases are written?}.
-\emph{Journal of Business Communication 45, 363-407}, \url{https://doi.org/10.1177/0021943608319388}.
+\emph{Journal of Business Communication 45, 363-407}, \doi{10.1177/0021943608319388}.
Loughran and McDonald (2011). \strong{When is a liability not a liability? Textual analysis, dictionaries, and 10-Ks}.
-\emph{Journal of Finance 66, 35-65}, \url{https://doi.org/10.1111/j.1540-6261.2010.01625.x}.
+\emph{Journal of Finance 66, 35-65}, \doi{10.1111/j.1540-6261.2010.01625.x}.
}
\keyword{datasets}
diff --git a/man/sentometrics-package.Rd b/man/sentometrics-package.Rd
index 1ea6959..5eaf84e 100644
--- a/man/sentometrics-package.Rd
+++ b/man/sentometrics-package.Rd
@@ -35,16 +35,16 @@ Please cite the package in publications. Use \code{citation("sentometrics")}.
\references{
Ardia, Bluteau and Boudt (2019). \strong{Questioning the news about economic growth: Sparse forecasting using
thousands of news-based sentiment values}. \emph{International Journal of Forecasting 35, 1370-1386},
-\url{https://doi.org/10.1016/j.ijforecast.2018.10.010}.
+\doi{10.1016/j.ijforecast.2018.10.010}.
Ardia, Bluteau, Borms and Boudt (2020). \strong{The R package sentometrics to compute, aggregate and
predict with textual sentiment}. \emph{Forthcoming in Journal of Statistical Software},
-\url{https://doi.org/10.2139/ssrn.3067734}.
+\doi{10.2139/ssrn.3067734}.
}
\seealso{
Useful links:
\itemize{
- \item \url{https://SentometricsResearch.github.io/sentometrics}
+ \item \url{https://sentometrics-research.com/sentometrics/}
\item Report bugs at \url{https://github.com/SentometricsResearch/sentometrics/issues}
}
diff --git a/man/weights_beta.Rd b/man/weights_beta.Rd
index 2412c5e..578e320 100644
--- a/man/weights_beta.Rd
+++ b/man/weights_beta.Rd
@@ -33,7 +33,7 @@ the \code{\link{gamma}} function.
}
\references{
Ghysels, Sinko and Valkanov (2007). \strong{MIDAS regressions: Further results and new directions}.
-\emph{Econometric Reviews 26, 53-90}, \url{https://doi.org/10.1080/07474930600972467}.
+\emph{Econometric Reviews 26, 53-90}, \doi{10.1080/07474930600972467}.
}
\seealso{
\code{\link{ctr_agg}}